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<div class="title">nanpercentile.hpp</div>  </div>
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<a href="nanpercentile_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="preprocessor">#pragma once</span></div>
<div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160; </div>
<div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_error_8hpp.html">NumCpp/Core/Internal/Error.hpp</a>&quot;</span></div>
<div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_static_asserts_8hpp.html">NumCpp/Core/Internal/StaticAsserts.hpp</a>&quot;</span></div>
<div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_stl_algorithms_8hpp.html">NumCpp/Core/Internal/StlAlgorithms.hpp</a>&quot;</span></div>
<div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_core_2_shape_8hpp.html">NumCpp/Core/Shape.hpp</a>&quot;</span></div>
<div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_types_8hpp.html">NumCpp/Core/Types.hpp</a>&quot;</span></div>
<div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="argmin_8hpp.html">NumCpp/Functions/argmin.hpp</a>&quot;</span></div>
<div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="clip_8hpp.html">NumCpp/Functions/clip.hpp</a>&quot;</span></div>
<div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="isnan_8hpp.html">NumCpp/Functions/isnan.hpp</a>&quot;</span></div>
<div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_nd_array_8hpp.html">NumCpp/NdArray.hpp</a>&quot;</span></div>
<div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="essentially_equal_8hpp.html">NumCpp/Utils/essentiallyEqual.hpp</a>&quot;</span></div>
<div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160; </div>
<div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div>
<div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="preprocessor">#include &lt;cmath&gt;</span></div>
<div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div>
<div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div>
<div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160; </div>
<div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacenc.html">nc</a></div>
<div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;{</div>
<div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    <span class="comment">//============================================================================</span></div>
<div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;    <span class="comment">// Method Description:</span></div>
<div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="comment"></span>    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> dtype&gt;</div>
<div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="namespacenc.html#a007882f79ea4b5bb0d146f7f40e317aa">   62</a></span>&#160;    <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> <a class="code" href="namespacenc.html#a007882f79ea4b5bb0d146f7f40e317aa">nanpercentile</a>(<span class="keyword">const</span> <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>&amp; inArray, <span class="keywordtype">double</span> inPercentile,</div>
<div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        <a class="code" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84">Axis</a> inAxis = <a class="code" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693">Axis::NONE</a>, <span class="keyword">const</span> std::string&amp; inInterpMethod = <span class="stringliteral">&quot;linear&quot;</span>)</div>
<div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    {</div>
<div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;        <a class="code" href="_static_asserts_8hpp.html#a0cd8e186da549fbdd918111d0302d973">STATIC_ASSERT_FLOAT</a>(dtype);</div>
<div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160; </div>
<div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;        <span class="keywordflow">if</span> (inPercentile &lt; 0.0 || inPercentile &gt; 100.0)</div>
<div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;        {</div>
<div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;            <a class="code" href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a>(<span class="stringliteral">&quot;input percentile value must be of the range [0, 100].&quot;</span>);</div>
<div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;        }</div>
<div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160; </div>
<div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;        <span class="keywordflow">if</span> (inInterpMethod != <span class="stringliteral">&quot;linear&quot;</span> &amp;&amp;</div>
<div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;            inInterpMethod != <span class="stringliteral">&quot;lower&quot;</span> &amp;&amp;</div>
<div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;            inInterpMethod != <span class="stringliteral">&quot;higher&quot;</span> &amp;&amp;</div>
<div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;            inInterpMethod != <span class="stringliteral">&quot;nearest&quot;</span> &amp;&amp;</div>
<div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;            inInterpMethod != <span class="stringliteral">&quot;midpoint&quot;</span>)</div>
<div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;        {</div>
<div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;            std::string errStr = <span class="stringliteral">&quot;input interpolation method is not a vaid option.\n&quot;</span>;</div>
<div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;            errStr += <span class="stringliteral">&quot;\tValid options are &#39;linear&#39;, &#39;lower&#39;, &#39;higher&#39;, &#39;nearest&#39;, &#39;midpoint&#39;.&quot;</span>;</div>
<div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;            <a class="code" href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a>(errStr);</div>
<div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;        }</div>
<div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160; </div>
<div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;        <span class="keywordflow">switch</span> (inAxis)</div>
<div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;        {</div>
<div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;            <span class="keywordflow">case</span> <a class="code" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693">Axis::NONE</a>:</div>
<div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;            {</div>
<div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;                <span class="keywordflow">if</span> (<a class="code" href="namespacenc_1_1utils.html#a963b90e7c9a3b057a924298750ddf74c">utils::essentiallyEqual</a>(inPercentile, 0.0))</div>
<div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;                {</div>
<div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;                    <span class="keywordflow">for</span> (<span class="keyword">auto</span> value : inArray)</div>
<div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;                    {</div>
<div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;                        <span class="keywordflow">if</span> (!<a class="code" href="namespacenc.html#ac28569da874c0b37a4c50c86b31a98ab">isnan</a>(value))</div>
<div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;                        {</div>
<div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;                            <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray = { value };</div>
<div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;                            <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;                        }</div>
<div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;                    }</div>
<div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;                    <span class="keywordflow">return</span> <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>(0);</div>
<div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;                }</div>
<div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160; </div>
<div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;                <span class="keywordflow">if</span> (<a class="code" href="namespacenc_1_1utils.html#a963b90e7c9a3b057a924298750ddf74c">utils::essentiallyEqual</a>(inPercentile, 100.0))</div>
<div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;                {</div>
<div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;                    <span class="keywordflow">for</span> (<a class="code" href="namespacenc.html#a9386099a0fdc2bc9fb0dbfde5606584d">int32</a> i = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacenc.html#a9386099a0fdc2bc9fb0dbfde5606584d">int32</a><span class="keyword">&gt;</span>(inArray.<a class="code" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>()) - 1; i &gt; -1; --i)</div>
<div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;                    {</div>
<div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;                        <span class="keywordflow">if</span> (!<a class="code" href="namespacenc.html#ac28569da874c0b37a4c50c86b31a98ab">isnan</a>(inArray[i]))</div>
<div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;                        {</div>
<div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;                            <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray = { inArray[i] };</div>
<div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;                            <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;                        }</div>
<div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;                    }</div>
<div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;                    <span class="keywordflow">return</span> <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>(0);</div>
<div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;                }</div>
<div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160; </div>
<div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;                std::vector&lt;double&gt; arrayCopy;</div>
<div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;                <a class="code" href="namespacenc.html#af0f49663fb63332596e2e6327009d581">uint32</a> numNonNan = 0;</div>
<div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;                <span class="keywordflow">for</span> (<span class="keyword">auto</span> value : inArray)</div>
<div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;                {</div>
<div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;                    <span class="keywordflow">if</span> (!<a class="code" href="namespacenc.html#ac28569da874c0b37a4c50c86b31a98ab">isnan</a>(value))</div>
<div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;                    {</div>
<div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;                        arrayCopy.push_back(value);</div>
<div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;                        ++numNonNan;</div>
<div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;                    }</div>
<div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;                }</div>
<div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160; </div>
<div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;                <span class="keywordflow">if</span> (arrayCopy.size() &lt; 2)</div>
<div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;                {</div>
<div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;                    <span class="keywordflow">return</span> <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>(0);</div>
<div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;                }</div>
<div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160; </div>
<div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;                <span class="keyword">const</span> <span class="keyword">auto</span> i = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacenc.html#a9386099a0fdc2bc9fb0dbfde5606584d">int32</a><span class="keyword">&gt;</span>(<a class="code" href="namespacenc.html#a832da7fc615ea4e1da7bed94a4488ea6">std::floor</a>(<span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(numNonNan - 1) * inPercentile / 100.0));</div>
<div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;                <span class="keyword">const</span> <span class="keyword">auto</span> indexLower = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacenc.html#af0f49663fb63332596e2e6327009d581">uint32</a><span class="keyword">&gt;</span>(clip&lt;uint32&gt;(i, 0, numNonNan - 2));</div>
<div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160; </div>
<div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;                <a class="code" href="namespacenc_1_1stl__algorithms.html#a1d75d47f198fcc3693e87806d6ea8715">stl_algorithms::sort</a>(arrayCopy.begin(), arrayCopy.end());</div>
<div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160; </div>
<div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;                <span class="keywordflow">if</span> (inInterpMethod == <span class="stringliteral">&quot;linear&quot;</span>)</div>
<div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;                {</div>
<div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;                    <span class="keyword">const</span> <span class="keywordtype">double</span> percentI = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(indexLower) / <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(numNonNan - 1);</div>
<div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;                    <span class="keyword">const</span> <span class="keywordtype">double</span> fraction = (inPercentile / 100.0 - percentI) /</div>
<div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;                        (<span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(indexLower + 1) / <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(numNonNan - 1) - percentI);</div>
<div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160; </div>
<div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;                    <span class="keyword">const</span> <span class="keywordtype">double</span> returnValue = arrayCopy[indexLower] + (arrayCopy[indexLower + 1] - arrayCopy[indexLower]) * fraction;</div>
<div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;                    <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray = { returnValue };</div>
<div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;                    <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;                }</div>
<div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160; </div>
<div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;                <span class="keywordflow">if</span> (inInterpMethod == <span class="stringliteral">&quot;lower&quot;</span>)</div>
<div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;                {</div>
<div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;                    <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray = { arrayCopy[indexLower] };</div>
<div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;                    <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;                }</div>
<div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160; </div>
<div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;                <span class="keywordflow">if</span> (inInterpMethod == <span class="stringliteral">&quot;higher&quot;</span>)</div>
<div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;                {</div>
<div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;                    <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray = { arrayCopy[indexLower + 1] };</div>
<div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;                    <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;                }</div>
<div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160; </div>
<div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;                <span class="keywordflow">if</span> (inInterpMethod == <span class="stringliteral">&quot;nearest&quot;</span>)</div>
<div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;                {</div>
<div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;                    <span class="keyword">const</span> <span class="keywordtype">double</span> percent = inPercentile / 100.0;</div>
<div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;                    <span class="keyword">const</span> <span class="keywordtype">double</span> percent1 = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(indexLower) / <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(numNonNan - 1);</div>
<div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;                    <span class="keyword">const</span> <span class="keywordtype">double</span> percent2 = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(indexLower + 1) / <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(numNonNan - 1);</div>
<div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;                    <span class="keyword">const</span> <span class="keywordtype">double</span> diff1 = percent - percent1;</div>
<div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;                    <span class="keyword">const</span> <span class="keywordtype">double</span> diff2 = percent2 - percent;</div>
<div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160; </div>
<div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;                    <span class="keywordflow">switch</span> (argmin&lt;double&gt;({ diff1, diff2 }).item())</div>
<div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;                    {</div>
<div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;                        <span class="keywordflow">case</span> 0:</div>
<div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;                        {</div>
<div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;                            <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray = { arrayCopy[indexLower] };</div>
<div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;                            <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;                        }</div>
<div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;                        <span class="keywordflow">case</span> 1:</div>
<div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;                        {</div>
<div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;                            <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray = { arrayCopy[indexLower + 1] };</div>
<div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;                            <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;                        }</div>
<div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;                    }</div>
<div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;                }</div>
<div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160; </div>
<div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;                <span class="keywordflow">if</span> (inInterpMethod == <span class="stringliteral">&quot;midpoint&quot;</span>)</div>
<div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;                {</div>
<div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;                    <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray = { (arrayCopy[indexLower] + arrayCopy[indexLower + 1]) / 2.0 };</div>
<div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;                    <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;                }</div>
<div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160; </div>
<div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;                <a class="code" href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a>(<span class="stringliteral">&quot;intperpolation method has not been implemented: &quot;</span> + inInterpMethod);</div>
<div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160; </div>
<div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;                <span class="comment">// this isn&#39;t actually possible, just putting this here to get rid</span></div>
<div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;                <span class="comment">// of the compiler warning.</span></div>
<div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;                <span class="keywordflow">return</span> <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>(0);</div>
<div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;            }</div>
<div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;            <span class="keywordflow">case</span> <a class="code" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84aa44a065875f5d66d41474bb9bfb0ce05">Axis::COL</a>:</div>
<div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;            {</div>
<div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;                <span class="keyword">const</span> <a class="code" href="classnc_1_1_shape.html">Shape</a> inShape = inArray.<a class="code" href="classnc_1_1_nd_array.html#a2d1b4adfe3c9897ffe3dca45e357b2b4">shape</a>();</div>
<div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160; </div>
<div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;                <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray(1, inShape.<a class="code" href="classnc_1_1_shape.html#a6f89f699dea6eb89eef19e00c92b223a">rows</a>);</div>
<div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;                <span class="keywordflow">for</span> (<a class="code" href="namespacenc.html#af0f49663fb63332596e2e6327009d581">uint32</a> row = 0; row &lt; inShape.<a class="code" href="classnc_1_1_shape.html#a6f89f699dea6eb89eef19e00c92b223a">rows</a>; ++row)</div>
<div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;                {</div>
<div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;                    <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> outValue = <a class="code" href="namespacenc.html#a007882f79ea4b5bb0d146f7f40e317aa">nanpercentile</a>(<a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>(inArray.<a class="code" href="classnc_1_1_nd_array.html#a0bee49339bdc4d7edbeb5efa73133cc3">cbegin</a>(row), inArray.<a class="code" href="classnc_1_1_nd_array.html#aa16bc96e4bbafbc8a06743f3e4a10a6a">cend</a>(row)),</div>
<div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;                        inPercentile, <a class="code" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693">Axis::NONE</a>, inInterpMethod);</div>
<div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160; </div>
<div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;                    <span class="keywordflow">if</span> (outValue.<a class="code" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>() == 1)</div>
<div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;                    {</div>
<div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;                        returnArray[row] = outValue.<a class="code" href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">item</a>();</div>
<div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;                    }</div>
<div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;                    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;                    {</div>
<div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;                        returnArray[row] = <a class="code" href="namespacenc_1_1constants.html#af94758715a9a5157d7ca95ab89d390ac">constants::nan</a>;</div>
<div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;                    }</div>
<div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;                }</div>
<div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160; </div>
<div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;                <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;            }</div>
<div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;            <span class="keywordflow">case</span> <a class="code" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84a54c1ed33c810f895d48c008d89f880b7">Axis::ROW</a>:</div>
<div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;            {</div>
<div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;                <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> arrayTrans = inArray.<a class="code" href="classnc_1_1_nd_array.html#a78c99f8306415d8e0ac0e03bb69c6d29">transpose</a>();</div>
<div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;                <span class="keyword">const</span> <a class="code" href="classnc_1_1_shape.html">Shape</a> inShape = arrayTrans.<a class="code" href="classnc_1_1_nd_array.html#a2d1b4adfe3c9897ffe3dca45e357b2b4">shape</a>();</div>
<div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160; </div>
<div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;                <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray(1, inShape.<a class="code" href="classnc_1_1_shape.html#a6f89f699dea6eb89eef19e00c92b223a">rows</a>);</div>
<div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;                <span class="keywordflow">for</span> (<a class="code" href="namespacenc.html#af0f49663fb63332596e2e6327009d581">uint32</a> row = 0; row &lt; inShape.<a class="code" href="classnc_1_1_shape.html#a6f89f699dea6eb89eef19e00c92b223a">rows</a>; ++row)</div>
<div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;                {</div>
<div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;                    <a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> outValue = <a class="code" href="namespacenc.html#a007882f79ea4b5bb0d146f7f40e317aa">nanpercentile</a>(<a class="code" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>(arrayTrans.<a class="code" href="classnc_1_1_nd_array.html#a0bee49339bdc4d7edbeb5efa73133cc3">cbegin</a>(row), arrayTrans.<a class="code" href="classnc_1_1_nd_array.html#aa16bc96e4bbafbc8a06743f3e4a10a6a">cend</a>(row)),</div>
<div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;                        inPercentile, <a class="code" href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693">Axis::NONE</a>, inInterpMethod);</div>
<div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160; </div>
<div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;                    <span class="keywordflow">if</span> (outValue.<a class="code" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>() == 1)</div>
<div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;                    {</div>
<div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;                        returnArray[row] = outValue.<a class="code" href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">item</a>();</div>
<div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;                    }</div>
<div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;                    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;                    {</div>
<div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;                        returnArray[row] = <a class="code" href="namespacenc_1_1constants.html#af94758715a9a5157d7ca95ab89d390ac">constants::nan</a>;</div>
<div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;                    }</div>
<div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;                }</div>
<div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160; </div>
<div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;                <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;            }</div>
<div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;            <span class="keywordflow">default</span>:</div>
<div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;            {</div>
<div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;                <a class="code" href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a>(<span class="stringliteral">&quot;Unimplemented axis type.&quot;</span>);</div>
<div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;                <span class="keywordflow">return</span> {}; <span class="comment">// get rid of compiler warning</span></div>
<div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;            }</div>
<div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;        }</div>
<div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;    }</div>
<div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;} <span class="comment">// namespace nc</span></div>
</div><!-- fragment --></div><!-- contents -->
</div><!-- doc-content -->
<div class="ttc" id="a_static_asserts_8hpp_html"><div class="ttname"><a href="_static_asserts_8hpp.html">StaticAsserts.hpp</a></div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_abec76b8f271e07fa07cc2f88fed676fa"><div class="ttname"><a href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">nc::NdArray::item</a></div><div class="ttdeci">value_type item() const</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:2957</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a2d1b4adfe3c9897ffe3dca45e357b2b4"><div class="ttname"><a href="classnc_1_1_nd_array.html#a2d1b4adfe3c9897ffe3dca45e357b2b4">nc::NdArray::shape</a></div><div class="ttdeci">Shape shape() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:4311</div></div>
<div class="ttc" id="anamespacenc_html_a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693"><div class="ttname"><a href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84ab50339a10e1de285ac99d4c3990b8693">nc::Axis::NONE</a></div><div class="ttdeci">@ NONE</div></div>
<div class="ttc" id="anamespacenc_html_a9386099a0fdc2bc9fb0dbfde5606584d"><div class="ttname"><a href="namespacenc.html#a9386099a0fdc2bc9fb0dbfde5606584d">nc::int32</a></div><div class="ttdeci">std::int32_t int32</div><div class="ttdef"><b>Definition:</b> Types.hpp:36</div></div>
<div class="ttc" id="a_error_8hpp_html"><div class="ttname"><a href="_error_8hpp.html">Error.hpp</a></div></div>
<div class="ttc" id="anamespacenc_html_a5edb9ac6f596ae1256faa3f5d797dc84a54c1ed33c810f895d48c008d89f880b7"><div class="ttname"><a href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84a54c1ed33c810f895d48c008d89f880b7">nc::Axis::ROW</a></div><div class="ttdeci">@ ROW</div></div>
<div class="ttc" id="aargmin_8hpp_html"><div class="ttname"><a href="argmin_8hpp.html">argmin.hpp</a></div></div>
<div class="ttc" id="anamespacenc_html_a007882f79ea4b5bb0d146f7f40e317aa"><div class="ttname"><a href="namespacenc.html#a007882f79ea4b5bb0d146f7f40e317aa">nc::nanpercentile</a></div><div class="ttdeci">NdArray&lt; dtype &gt; nanpercentile(const NdArray&lt; dtype &gt; &amp;inArray, double inPercentile, Axis inAxis=Axis::NONE, const std::string &amp;inInterpMethod=&quot;linear&quot;)</div><div class="ttdef"><b>Definition:</b> nanpercentile.hpp:62</div></div>
<div class="ttc" id="anamespacenc_1_1utils_html_a963b90e7c9a3b057a924298750ddf74c"><div class="ttname"><a href="namespacenc_1_1utils.html#a963b90e7c9a3b057a924298750ddf74c">nc::utils::essentiallyEqual</a></div><div class="ttdeci">bool essentiallyEqual(dtype inValue1, dtype inValue2) noexcept</div><div class="ttdef"><b>Definition:</b> essentiallyEqual.hpp:52</div></div>
<div class="ttc" id="aclip_8hpp_html"><div class="ttname"><a href="clip_8hpp.html">clip.hpp</a></div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a78c99f8306415d8e0ac0e03bb69c6d29"><div class="ttname"><a href="classnc_1_1_nd_array.html#a78c99f8306415d8e0ac0e03bb69c6d29">nc::NdArray::transpose</a></div><div class="ttdeci">NdArray&lt; dtype &gt; transpose() const</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:4607</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html"><div class="ttname"><a href="classnc_1_1_nd_array.html">nc::NdArray&lt; dtype &gt;</a></div></div>
<div class="ttc" id="anamespacenc_html_af0f49663fb63332596e2e6327009d581"><div class="ttname"><a href="namespacenc.html#af0f49663fb63332596e2e6327009d581">nc::uint32</a></div><div class="ttdeci">std::uint32_t uint32</div><div class="ttdef"><b>Definition:</b> Types.hpp:40</div></div>
<div class="ttc" id="anamespacenc_html_a832da7fc615ea4e1da7bed94a4488ea6"><div class="ttname"><a href="namespacenc.html#a832da7fc615ea4e1da7bed94a4488ea6">nc::floor</a></div><div class="ttdeci">dtype floor(dtype inValue) noexcept</div><div class="ttdef"><b>Definition:</b> floor.hpp:48</div></div>
<div class="ttc" id="a_nd_array_8hpp_html"><div class="ttname"><a href="_nd_array_8hpp.html">NdArray.hpp</a></div></div>
<div class="ttc" id="aclassnc_1_1_shape_html"><div class="ttname"><a href="classnc_1_1_shape.html">nc::Shape</a></div><div class="ttdoc">A Shape Class for NdArrays.</div><div class="ttdef"><b>Definition:</b> Core/Shape.hpp:40</div></div>
<div class="ttc" id="a_static_asserts_8hpp_html_a0cd8e186da549fbdd918111d0302d973"><div class="ttname"><a href="_static_asserts_8hpp.html#a0cd8e186da549fbdd918111d0302d973">STATIC_ASSERT_FLOAT</a></div><div class="ttdeci">#define STATIC_ASSERT_FLOAT(dtype)</div><div class="ttdef"><b>Definition:</b> StaticAsserts.hpp:43</div></div>
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<div class="ttc" id="aclassnc_1_1_nd_array_html_a055875abbe80163ca91328c0fa8ffbfa"><div class="ttname"><a href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">nc::NdArray::size</a></div><div class="ttdeci">size_type size() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:4325</div></div>
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<div class="ttc" id="anamespacenc_html_a5edb9ac6f596ae1256faa3f5d797dc84"><div class="ttname"><a href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84">nc::Axis</a></div><div class="ttdeci">Axis</div><div class="ttdoc">Enum To describe an axis.</div><div class="ttdef"><b>Definition:</b> Types.hpp:46</div></div>
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<div class="ttc" id="anamespacenc_html"><div class="ttname"><a href="namespacenc.html">nc</a></div><div class="ttdef"><b>Definition:</b> Coordinate.hpp:44</div></div>
<div class="ttc" id="aclassnc_1_1_shape_html_a6f89f699dea6eb89eef19e00c92b223a"><div class="ttname"><a href="classnc_1_1_shape.html#a6f89f699dea6eb89eef19e00c92b223a">nc::Shape::rows</a></div><div class="ttdeci">uint32 rows</div><div class="ttdef"><b>Definition:</b> Core/Shape.hpp:44</div></div>
<div class="ttc" id="aessentially_equal_8hpp_html"><div class="ttname"><a href="essentially_equal_8hpp.html">essentiallyEqual.hpp</a></div></div>
<div class="ttc" id="a_error_8hpp_html_af2aff1172060367b9c5398fa097fa8fd"><div class="ttname"><a href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a></div><div class="ttdeci">#define THROW_INVALID_ARGUMENT_ERROR(msg)</div><div class="ttdef"><b>Definition:</b> Error.hpp:36</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a0bee49339bdc4d7edbeb5efa73133cc3"><div class="ttname"><a href="classnc_1_1_nd_array.html#a0bee49339bdc4d7edbeb5efa73133cc3">nc::NdArray::cbegin</a></div><div class="ttdeci">const_iterator cbegin() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:1146</div></div>
<div class="ttc" id="anamespacenc_1_1stl__algorithms_html_a1d75d47f198fcc3693e87806d6ea8715"><div class="ttname"><a href="namespacenc_1_1stl__algorithms.html#a1d75d47f198fcc3693e87806d6ea8715">nc::stl_algorithms::sort</a></div><div class="ttdeci">void sort(RandomIt first, RandomIt last) noexcept</div><div class="ttdef"><b>Definition:</b> StlAlgorithms.hpp:629</div></div>
<div class="ttc" id="a_stl_algorithms_8hpp_html"><div class="ttname"><a href="_stl_algorithms_8hpp.html">StlAlgorithms.hpp</a></div></div>
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<div class="ttc" id="anamespacenc_html_a5edb9ac6f596ae1256faa3f5d797dc84aa44a065875f5d66d41474bb9bfb0ce05"><div class="ttname"><a href="namespacenc.html#a5edb9ac6f596ae1256faa3f5d797dc84aa44a065875f5d66d41474bb9bfb0ce05">nc::Axis::COL</a></div><div class="ttdeci">@ COL</div></div>
<div class="ttc" id="anamespacenc_html_ac28569da874c0b37a4c50c86b31a98ab"><div class="ttname"><a href="namespacenc.html#ac28569da874c0b37a4c50c86b31a98ab">nc::isnan</a></div><div class="ttdeci">bool isnan(dtype inValue) noexcept</div><div class="ttdef"><b>Definition:</b> isnan.hpp:51</div></div>
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